IEEE Transactions on Knowledge and Data Engineering

Title Publication Date Language Citations
DForest: A Minimal Dimensionality-Aware Indexing for High-Dimensional Exact Similarity Search2024/01/01
Semi-Supervised Graph Contrastive Learning with Virtual Adversarial Augmentation2024/01/01
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies2024/01/01
A VAE-Based User Preference Learning and Transfer Framework for Cross-Domain Recommendation2023/10/01
A Methodology to Quickly Perform Opinion Mining and Build Supervised Datasets Using Social Networks Mechanics2023/09/01
Single-Site Perishable Inventory Management Under Uncertainties: A Deep Reinforcement Learning Approach2023/10/01
Structure-Aware Subspace Clustering2023/10/01
Automated Graph Neural Network Search Under Federated Learning Framework2023/10/01
An Efficient Data Structure for Dynamic Graph on GPUs2023/11/01
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks2023/10/01
Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment Analysis2023/10/01
Competition and Cooperation: Global Task Assignment in Spatial Crowdsourcing2023/10/01
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution2023/09/01
Amalur: Data Integration Meets Machine Learning2024/01/01
Row-Sparse Principal Component Analysis via Coordinate Descent Method2024/01/01
Personalized Prompt for Sequential Recommendation2024/01/01
A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation2024/01/01
Managing Metaverse Data Tsunami: Actionable Insights2024/01/01
LDPGuard: Defenses against Data Poisoning Attacks to Local Differential Privacy Protocols2024/01/01
Structures Aware Fine-grained Contrastive Adversarial Hashing for Cross-media Retrieval2024/01/01
Half-Xor: A Fully-Dynamic Sketch for Estimating the Number of Distinct Values in Big Tables2024/01/01
MPV: Enabling Fine-Grained Query Authentication in Hybrid-Storage Blockchain2024/01/01
AStore: Uniformed Adaptive Learned Index and Cache for RDMA-enabled Key-Value Store2024/01/01
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring2024/01/01
FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level2024/01/01
From Minimum Change to Maximum Density: On Determining Near-Optimal S-Repair2023/01/01
$D^{2}MTS$: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing2024/03/01
Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression2023/01/01
Collaborative Graph Neural Networks for Attributed Network Embedding2024/03/01
GNN Cleaner: Label Cleaner for Graph Structured Data2023/01/01